AI In Investing: Sourcing, Diligence, Execution, and Portfolio Management

Every sophisticated institution is exploring how to use AI to run more efficiently. In the investing industry, unsurprisingly venture capitalists have been among the earliest and most active adopters. However, private equity, hedge funds, credit funds, and other large players are also actively exploring these new tools. According to PwC’s Asset & Wealth Management Revolution report, 44% of asset managers already use AI/ML in investment decisions. Our panel will discuss:

• Deal sourcing and market mapping at scale using proprietary data pipelines, LLM agents, and graph analytics
• AI-augmented diligence: automating industry research, expert calls, and risk detection to compress IC timelines
• Portfolio value creation: how GPs are deploying AI within portfolio companies to drive revenue growth and margin expansion
• Manager selection & monitoring: how LPs are evaluating GPs’ AI capabilities as part of underwriting and ongoing oversight
• Build vs. buy: lessons from funds developing internal AI platforms vs. leveraging vendors
• Data advantage: sourcing, structuring, and governing proprietary datasets as a durable moat
• Org design & talent: integrating data scientists, engineers, and investors into hybrid investment teams
• Risk, compliance, and model governance in regulated investment environments

Related background reading:

• AltsTech
• Building an AI-Native VC Firm

Event venue & nearby stays

Pillsbury Winthrop Shaw Pittman, 31W West 52nd Street, New York, United States

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